Very happy to share our latest efforts to map the mammalian metabolome, in which we combine large-scale in vivo isotope tracing with biochemical AI to discover several structurally unprecedented and biologically fascinating metabolites: www.biorxiv.org/content/10.6...
We have identified what we believe to be a critical issue in the way that computational methods for structural annotation of small molecule MS/MS spectra have historically been evaluated. Fortunately, there is a solution: www.biorxiv.org/content/10.6...
Thrilled to share our approach for language model-guided discovery of unknown mammalian metabolites: DeepMet. We’ve now used this approach to discover ~50 new human and mouse metabolites! www.biorxiv.org/content/10.1...
Very happy to share this work testing a widespread assumption in chemical AI and showing that invalid SMILES are a feature, not a bug: www.nature.com/articles/s42...
Comparative whole-brain and single-cell analyses are identifying neurons orchestrating neurological functions.
Learn more in a new #SciencePerspective: https://scim.ag/3JOh0co
Very happy to share our latest work on harmonizing raw mass spectrometry data from >21,000 proteomic experiments to enable meta-analyses of protein interactions and phosphorylation at the largest scale yet: www.nature.com/articles/s41...